Data evaluation for ai/ml

A first apparatus comprising:

• at least one processor;
• and
• at least one memory storing instructions that, when executed by the at least one processor, cause the first apparatus at least to perform:
• receiving, from at least one second apparatus, bitmap information indicating respective locations of data samples collected by the at least one second apparatus, the at least one second apparatus being configured for data collection for an artificial intelligence (AI)/machine learning (ML) service;
• determining, based at least in part on the bitmap information, a quality level of data samples collected by the at least one second apparatus;
• selecting data samples to be included in a dataset for the AI/ML service by comparing the quality level with a target quality level for the dataset;
• and
• transmitting, to the at least one second apparatus, a request to report the selected data samples to be included in the dataset to a target entity.